Summary of Key Feature Rollout
Damian Kiełbasa, the presenter, announced four major features of NEURONwriter scheduled for release in late November 2025. These enhancements focus on future-proofing content strategy by improving performance in both traditional SEO and the emerging AI-generated answer space. The new systems establish a comprehensive AI Profile to power competitive AI Tracking, evaluate content using an AI Score, and automate optimizations with an Enhanced Auto-Optimization Tool.
Core Systems and Metrics
The update introduces two new metrics and two fundamental systems designed to align content with Large Language Models (LLMs) and audience needs.
| Feature Name | Primary Goal | Key Components / Metrics |
| Improved AI Profile | Define and standardize project focus, audience, and communication for content consistency. | Four Pillars: Site Focus, Products/Solutions, Audience Personas, Brand Tone/Style. |
| AI Tracking Add-on | Monitor content presence and competitive performance in AI-generated answers. | Tracks AI performance across five platforms; analyzes Coverage, Gaps, and Sentiment. |
| AI Score Metric | Estimate content optimization level for LLMs and likelihood of selection for AI answers. | Evaluates Topic Coverage, Structure, and Clarity (goes beyond readability). |
| Enhanced Auto-Optimization | Automatically improve content for both traditional SEO and LLM consumption. | Combines Content Score + AI Score; enhances term semantics, structure, and tone consistency. |
The Improved AI Profile: A Foundation for AI Strategy
The AI Profile serves as the project’s strategic blueprint, defined by four pillars:
- Site Focus: Core area of expertise and authority.
- Products and Solutions: Specific offerings to be naturally integrated into content.
- Audience Personas: Target clients’ needs, motivations, and expertise levels (ensures tone consistency).
- Brand Tone/Communication Style: Automatically analyzed from domain subpages for consistent voice.
AI Score Metric Components
The new AI Score aims to quantify how digestible content is for both AI platforms and end users, predicting its likelihood of being selected for an AI-generated answer. It will be integrated with the existing content score for a unified evaluation.
The score is based on three components:
- Topic Coverage: Assesses content against a Topic Matrix (derived from competitors and search features) to identify and guide users on coverage gaps.
- Structure: Evaluates information flow from Title through Headings to paragraphs, flagging improvements for reordering and logical progression.
- Clarity: Goes beyond basic readability to assess the execution of ideas and intent satisfaction. Provides feedback to surface critical information early in the introduction and reinforce it in conclusions.
Actionable Takeaways
These new features aim to enable users to maintain high performance in traditional search (which remains foundational) while actively closing the gap in the AI-generated answer space.
- Monitor AI Presence: Utilize the AI Tracking Add-on to monitor coverage and sentiment against competitors across five platforms.
- Align Content Strategy: Use the Improved AI Profile to ensure all generated content adheres to the defined four pillars (focus, solutions, audience, tone).
- Automate Optimization: Leverage the Enhanced Auto-Optimization tool to improve semantic saturation, structure, and style based on the combined Content Score and AI Score with minimal manual effort.
- Release Timeline: Most features are expected to be available before the end of November 2025.
Damian Kiełbasa encouraged attendees to connect with him on LinkedIn and join the platform to begin leveraging these new writing features immediately upon release.